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Unsupervised ML: Clustering Algorithms, Mean Shift

  • 1.  Unsupervised ML: Clustering Algorithms, Mean Shift

    Posted Mon April 04, 2022 10:01 AM
    Hi team, Im currently  studying the Unsupervised ML Course ; in one of the videos comparing different Clustering Algorithms (Unsupervised ML: 2. Selecting a clustering algorithm /Comparing Algorithms ) they mention that the problem with Mean Shift is that it doesnt have the flexibility to work with non spherical shapes.
    However, searching on internet about Mean Shift it seems is widely used in image/topographical recognition etc. Judging from the videos it does indeed deals well with amorphous data shapes, just  one example:
    Image Segmentation using Mean Shift (Cyrill Stachniss, 2021)
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    Image Segmentation using Mean Shift (Cyrill Stachniss, 2021)
    Image Segmentation using the Mean Shift AlgorithmSlides: http://www.ipb.uni-bonn.de/html/teaching/photo12-2021/2021-pho1-12-segmentation.pptx.pdfCyrill Stach...
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    Daniel Lopez Sainz
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